Population fluctuations could be attributed to changes in local economic conditions, housing market shifts, or alterations in neighborhood appeal. The consistent density, despite population changes, might indicate that the physical structure of the neighborhood remains stable, with changes occurring more in occupancy rates rather than new construction or demolition.

Based on the estimated 1,049 housing units in 2022 and the high population density, many residents likely live in multi-story buildings or compact housing arrangements. This urban setting would typically foster a lifestyle that values convenience, community interaction, and access to shared spaces and services.

While the neighborhood has seen an overall decline in population, it maintains a high density, suggesting it remains an attractive urban living environment. The reasons for population fluctuations and the recent declining trend could be a subject for further demographic and economic research specific to this area of Carrollton.